查看购物车
  • Traditional Chinese
  • English
  • Japanese
  • Korean
封面
市场调查报告书
商品编码
1575288

张量处理单元市场规模、份额、趋势分析报告：按应用、按部署模式、按最终用途、按地区、细分市场预测，2024-2030 年

Tensor Processing Unit Market Size, Share & Trends Analysis Report By Application, By Deployment Mode, By End-use, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10个工作天内

价格

张量处理单元市场规模与趋势：

预计2023年全球张量处理单元市场规模将达28.489亿美元，2024年至2030年复合年增长率为31.9%。

由于各行业对人工智慧（AI）和机器学习（ML）的需求不断增加，市场正在迅速扩大。 TPU 专为加速深度学习任务而设计，这使得它们对于人工智慧主导的应用程式至关重要。在医疗保健、金融和汽车等领域，TPU 可以有效处理大型资料集。

在医疗保健领域，TPU 用于医学成像和诊断人工智慧，在金融领域，TPU 用于诈欺检测和演算法交易。云端基础的TPU 的采用也在不断增加，使企业能够存取可扩展的 AI 资源，尤其是透过 Google Cloud。这种云端趋势使企业能够利用 TPU 的强大功能，而无需昂贵的本地基础架构。随着人工智慧应用的增加，对 TPU 处理日益复杂的任务的需求也在增加。

由于 TPU 在支援边缘运算和 IoT（物联网）应用方面的作用，TPU 市场也在不断成长。 TPU 越来越多地整合到边缘设备中，使 AI 模型能够在更靠近资料来源的地方运行，从而减少延迟并提高效率。製造和物流等行业使用 TPU 在智慧工厂和自动化系统中进行即时决策。在汽车领域，TPU用于即时处理AI处理的大量资料，特别是在自动驾驶领域。 TPU 也在通讯领域兴起，用于优化网路和增强预测性维护。随着边缘运算的发展，智慧城市和连网型基础架构中的 TPU 部署预计将会增加。这一趋势预计将在未来十年进一步加速 TPU 市场的成长。

市场也有望受益于开放原始码人工智慧框架和自订人工智慧硬体的开发。 TPU 相容的工具和程式库正在变得可用，越来越多的开发人员和公司正在将 TPU 纳入他们的 AI 工作流程。 TPU 优化的开放原始码平台（例如 TensorFlow）使企业能够更轻鬆地建立和扩展 AI 模型。这就是为什么 TPU 越来越多地被需要高性能且无需大量基础设施投资的新兴企业和研究机构采用。 AI 硬体公司和科技巨头之间的合作使 TPU 更容易使用，从而进一步促进了 TPU 的采用。例如，云端提供者和人工智慧开发人员之间的伙伴关係简化了 TPU 支援的人工智慧应用程式的部署。这些进步将继续支持 TPU 的采用，并将其定位为未来人工智慧硬体的关键参与者。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章张量处理单元市场的变数、趋势与范围

  • 市场介绍/系统展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 张量处理单元市场分析工具
    • 波特的分析
    • PESTEL分析

第4章张量处理单元市场：使用量估计与趋势分析

  • 细分仪表板
  • 张量处理单元市场：应用变化分析，百万美元，2023 年和 2030 年
  • 人工智慧/机器学习
  • 高效能运算
  • 资料分析
  • 自治系统

第五章 张量处理单元市场：部署模式预估及趋势分析

  • 细分仪表板
  • 张量处理单元市场：部署模式变化分析，百万美元，2023-2030
  • 云端基础
  • 本地

第六章张量处理单元市场：最终用途估计与趋势分析

  • 细分仪表板
  • 张量处理单元市场：最终用途变化分析，百万美元，2023-2030
  • 资讯科技/通讯
  • 卫生保健
  • 车
  • 金融/银行
  • 零售/电子商务
  • 其他的

第七章张量处理单元市场：区域估计与趋势分析

  • 2023 年和 2030 年按地区分類的张量处理单元市场占有率，百万美元
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务表现
  • 应用基准测试
  • 企业热力图分析
  • 策略规划
  • 公司简介 / 上市公司
    • Amazon Web Services, Inc.
    • Google Inc.
    • Graphcore
    • IBM Corporation
    • Intel Corporation
    • Micron Technology
    • Microsoft Corporation
    • NVIDIA Corporation
    • Qualcomm Technologies
    • Xilinx Inc.
Product Code: GVR-4-68040-447-1

Tensor Processing Unit Market Size & Trends:

The global tensor processing unit market size was estimated at USD 2,848.9 Million in 2023 and is projected to grow at a CAGR of 31.9% from 2024 to 2030. The market is expanding rapidly due to the growing demand for artificial intelligence (AI) and machine learning (ML) across various industries. TPUs are specifically designed to accelerate deep learning tasks, making them vital for AI-driven applications. In sectors like healthcare, finance, and automotive, TPUs process large datasets efficiently.

Healthcare uses TPUs for AI in medical imaging and diagnostics, while the finance sector employs them for fraud detection and algorithmic trading. Cloud-based TPU adoption is also increasing, particularly through Google Cloud, where businesses can access scalable AI resources. This cloud trend allows companies to harness the power of TPUs without the need for expensive on-premises infrastructure. As AI adoption grows, so does the demand for TPUs to handle increasingly complex tasks.

The TPU market is also growing due to its role in enabling edge computing and IoT (Internet of Things) applications. TPUs are becoming more integrated into edge devices, enabling AI models to run closer to data sources, reducing latency, and improving efficiency. Industries such as manufacturing and logistics use TPUs in smart factories and for real-time decision-making in automated systems. The automotive sector, particularly in autonomous driving, is utilizing TPUs to handle the vast amounts of data processed by AI in real time. TPUs are also gaining ground in telecommunications, where they are used to enhance network optimization and predictive maintenance. As edge computing grows, TPU deployment in smart cities and connected infrastructure is expected to rise. This trend will further accelerate the TPU market's growth over the next decade.

The market is also poised to benefit from open-source AI frameworks and the development of custom AI hardware. With the growing availability of TPU-compatible tools and libraries, more developers and enterprises are integrating TPUs into their AI workflows. Open-source platforms such as TensorFlow, optimized for TPUs, make it easier for companies to build and scale AI models. This has led to an increase in TPU adoption across startups and research institutions that need high performance without heavy infrastructure investments. Collaborations between AI hardware companies and tech giants are further pushingTensor Processing Unit (TPU) adoption by making it more accessible. For instance, partnerships between cloud providers and AI developers have simplified the deployment of TPU-powered AI applications. These advancements will continue to support the widespread use of TPUs, positioning them as a key player in the future of AI hardware.

Global Tensor Processing Unit Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global tensor processing unit market report based onapplication, deployment mode, end-use, and region:

  • Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Artificial Intelligence and Machine Learning
  • High-Performance Computing
  • Data Analytics
  • Autonomous Systems
  • Deployment Mode Outlook (Revenue, USD Million, 2018 - 2030)
  • Cloud-based
  • On-premises
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • IT & Telecom
  • Healthcare
  • Automotive
  • Finance and Banking
  • Retail and E-commerce
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Tensor Processing Unit market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Tensor Processing Unit market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Tensor Processing Unit market: Application Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Tensor Processing Unit market: Application Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Artificial Intelligence and Machine Learning
    • 4.3.1. Artificial Intelligence and Machine Learning Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. High-Performance Computing
    • 4.4.1. High-Performance Computing Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Data Analytics
    • 4.5.1. Data Analytics Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.6. Autonomous Systems
    • 4.6.1. Autonomous Systems Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Tensor Processing Unit market: Deployment Mode Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Tensor Processing Unit market: Deployment Mode Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Cloud-Based
    • 5.3.1. Cloud-Based Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. On-Premises
    • 5.4.1. On-Premises Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Tensor Processing Unit market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Tensor Processing Unit market: End Use Movement Analysis, USD Million, 2023 & 2030
  • 6.3. IT & Telecom
    • 6.3.1. IT & Telecom Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Healthcare
    • 6.4.1. Healthcare Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Automotive
    • 6.5.1. Automotive Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Finance and Banking
    • 6.6.1. Finance and Banking Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Retail and E-commerce
    • 6.7.1. Retail and E-commerce Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Others
    • 6.8.1. Others Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Tensor Processing Unit market: Regional Estimates & Trend Analysis

  • 7.1. Tensor Processing Unit market Share, By Region, 2023 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Application Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Amazon Web Services, Inc.
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. Google Inc.
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Graphcore
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. IBM Corporation
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. Intel Corporation
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. Micron Technology
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. Microsoft Corporation
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. NVIDIA Corporation
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. Qualcomm Technologies
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. Xilinx Inc.
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments

List of Tables

  • Table 1 Global Tensor Processing Unit Market by Application, 2018 - 2030 (USD Million)
  • Table 2 Global Tensor Processing Unit Market by Deployment Mode, 2018 - 2030 (USD Million)
  • Table 3 Global Tensor Processing Unit Market by End Use, 2018 - 2030 (USD Million)
  • Table 4 Global Tensor Processing Unit Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Tensor Processing Unit Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Tensor Processing Unit Market snapshot
  • Fig. 8 Tensor Processing Unit Market segment snapshot
  • Fig. 9 Tensor Processing Unit Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Tensor Processing Unit Market: Application outlook key takeaways (USD Million)
  • Fig. 13 Tensor Processing Unit Market: Application movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Artificial Intelligence and Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 High-Performance Computing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Data Analytics market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Autonomous Systems market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Tensor Processing Unit Market: Deployment Mode outlook key takeaways (USD Million)
  • Fig. 19 Tensor Processing Unit Market: Deployment Mode movement analysis 2024 & 2030 (USD Million)
  • Fig. 20 Cloud-Based market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 On-Premises market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Tensor Processing Unit Market: End Use outlook key takeaways (USD Million)
  • Fig. 23 Tensor Processing Unit Market: End Use movement analysis 2024 & 2030 (USD Million)
  • Fig. 24 IT & Telecom market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Finance and Banking market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Retail and E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Regional marketplace: Key takeaways
  • Fig. 31 Tensor Processing Unit Market: Regional outlook, 2024 & 2030, USD Million
  • Fig. 32 North America Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 U.S. Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Canada Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Mexico Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Europe Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 UK Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Germany Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 France Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Asia Pacific Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 China Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Japan Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 India Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 South Korea Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Australia Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Latin America Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Brazil Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 MEA Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 KSA Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 UAE Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 South Africa Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Company Categorization
  • Fig. 53 Company Market Positioning
  • Fig. 54 Strategy framework